basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.343031 0.332882 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.400957 1.706484 0.332882
1 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.343031 0.332206 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.305150 1.655365 0.332206
2 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.343031 0.320704 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.207104 1.584854 0.320704
3 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.343031 0.312585 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.118057 1.544397 0.312585
4 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.343031 0.313261 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.088799 1.537675 0.313261
5 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.343031 0.328146 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.288023 1.633311 0.328146
6 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.343031 0.322395 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.232942 1.611006 0.322395
7 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.343031 0.314276 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.155868 1.555607 0.314276
8 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.343031 0.307848 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.076262 1.517719 0.307848
9 resnet18 basetrain-res18-lr3e3-ep100-fitfc05 basetrain-res18-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.343031 0.305819 [(Bengal, Egyptian_Mau, 65), (Egyptian_Mau, Bengal, 54), (British_Shorthair, Russian_Blue, 19), (beagle, basset_hound, 13), (Maine_Coon, Persian, 12), (Ragdoll, Birman, 12), (Siamese, Birman, 12), (Birman, Siamese, 11), (basset_hound, beagle, 11), (Russian_Blue, British_Shorthair, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.053325 1.526999 0.305819